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Dhananjay Lakkawar

I help CTOs and Founder choose what's best.

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Reverse-RAG: Building AI-Driven Synthetic Staging Environments on AWS
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Reverse-RAG: Building AI-Driven Synthetic Staging Environments on AWS

#ai #automation #aws #testing
5
Comments 4
4 min read
I Thought Fine-Tuning Needed an ML Team. I Was Wrong.
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I Thought Fine-Tuning Needed an ML Team. I Was Wrong.

#aws #ai #mlops #architecture
5
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3 min read

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Surviving Viral Growth: Graceful AI Degradation on AWS
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Surviving Viral Growth: Graceful AI Degradation on AWS

#aws #architecture #ai #serverless
9
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4 min read
Swarm Intelligence on a Budget: Ephemeral AI Agents with AWS Fargate Spot
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Swarm Intelligence on a Budget: Ephemeral AI Agents with AWS Fargate Spot

#aws #serverless #architecture #ai
8
Comments 2
5 min read
The Open-Source Alternative to Oracle 26ai: Why PostgreSQL is All You Need
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The Open-Source Alternative to Oracle 26ai: Why PostgreSQL is All You Need

#ai #database #opensource #postgres
4
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5 min read
The 15-Millisecond AI: Building "Pre-Cognitive" Edge Caching on AWS
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The 15-Millisecond AI: Building "Pre-Cognitive" Edge Caching on AWS

#aws #ai #serverless #cloudfront
4
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4 min read
The $50,000 Chat History Problem: Building Event-Driven AI Memory on AWS
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The $50,000 Chat History Problem: Building Event-Driven AI Memory on AWS

#aws #ai #eventbridge #serverless
4
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4 min read
# Treating Prompts Like Code: Building CI/CD for LLM Workflows on AWS
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# Treating Prompts Like Code: Building CI/CD for LLM Workflows on AWS

#aws #cicd #architecture #ai
5
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4 min read
Routing LLM Traffic on AWS: How to Build a Cost-Optimized Multi-Model API Router
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Routing LLM Traffic on AWS: How to Build a Cost-Optimized Multi-Model API Router

#ai #aws #architecture #serverless
4
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4 min read
Stop Overpaying for VectorDBs: Architecting Serverless RAG on AWS
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Stop Overpaying for VectorDBs: Architecting Serverless RAG on AWS

#aws #startup #rag #ai
5
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3 min read
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